SHAPConfig

Properties

estimator

string

Which estimator to use. 'auto' reads the algorithm's default.

one of"auto""exact""kernel"

perturbation

string | null

Value function. Unset uses the resolved estimator's documented default.

one of"interventional""conditional"null

scale

string | null

Scale contributions are additive on. Unset sets it from the outcome type.

one of"margin""probability"null

background_n

integer | null≥ 1

Cases to subsample from the background. Unset uses all of it.

n_coalitions

integer | null≥ 2

Most feature subsets to evaluate. Unset lets the backend decide. Applies only when estimator is "kernel".

approach

string | null

Conditional-distribution estimator. Unset uses the backend's default. Applies only when estimator is "kernel" and perturbation is "conditional".

one of"empirical""gaussian""copula""ctree""vaeac""categorical""timeseries"null

seed

integer | null≥ 0

Random seed.

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